Host: The Japanese Society for Artificial Intelligence
Name : The 36th Annual Conference of the Japanese Society for Artificial Intelligence
Number : 36
Location : [in Japanese]
Date : June 14, 2022 - June 17, 2022
To constrain the factual inconsistency in neural generated sentences, we tried to postfix the inconsistent sentences. Detection/modification models were trained by pseudo dataset which were rewritten from original dataset for the neural sentence generator. Our experimental results show sequential process of detection and modification of inconsistence was effective while single process of modification tended to change some consistent sentences. For some remaining inconsistent sentences, other training datasets for detection and modification models to work complementarily will improve the postfix performance.
